A METHOD TO DERIVE THE TIME OF ONSET OF INFECTION FROM SEROLOGICAL FINDINGS

Citation
F. Steimann et M. Hayde, A METHOD TO DERIVE THE TIME OF ONSET OF INFECTION FROM SEROLOGICAL FINDINGS, Methods of information in medicine, 36(1), 1997, pp. 51-58
Citations number
28
Categorie Soggetti
Computer Science Information Systems","Medical Informatics
ISSN journal
00261270
Volume
36
Issue
1
Year of publication
1997
Pages
51 - 58
Database
ISI
SICI code
0026-1270(1997)36:1<51:AMTDTT>2.0.ZU;2-O
Abstract
Among the diagnostic problems requiring a retrospective assessment of the time an event occurred is that of screening for primary infection with Toxoplasma gondii acquired during pregnancy. We suggest a method to derive the possible times of onset of infection from a small sequen ce of serological samples by matching them against the knowledge about possible courses of infection. Special care is taken to properly addr ess the relative change of consecutive samples, a nontrivial problem w hen reasoning about sparsely sampled time courses. To investigate the practicability of our approach we conducted a retrospective and a simu lated prospective evaluation based on the samples of 394 pregnancies, randomly selected from our toxoplasmosis database; we could demonstrat e an overall accuracy of 95.7%.